Data · dataset · 2026
Source Data and Code for Aerosol Pool Scrubbing Prediction in Nuclear-Energy Source-Term Assessment
Listed in ScienceDB
This dataset provides the source data and cleaned code package associated with the manuscript “Correctable Physics-Prior Transformer for Aerosol Pool Scrubbing Prediction in Nuclear-Energy Source-Term Assessment”.
Description
The dataset includes the source-data workbook, the cleaned Python code package, and model-output files that are consistent with the final manuscript results.The source-data workbook contains compiled aerosol pool-scrubbing data from public literature, condition-level sample information, model-performance metrics, prediction results, loss histories, stage-closure outputs, source-stratified errors, trend-figure source data, rate-correction diagnostics, and node-response results.
The code package includes scripts for data construction, physics-prior calibration, CPP-Transformer model training and comparison, final result assembly, and selected figure reproduction.This dataset supports the reproducibility and verification of the manuscript results related to correctable physical priors, stage-wise survival-product closure, efficiency-to-rate conversion, physics-prior correction, and small-sample multi-source prediction of aerosol pool scrubbing.
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The deposited files correspond to the final manuscript version rather than intermediate development versions.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.42166 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science · Energy · Engineering · Humanities · Life Sciences · Physics · Social Science
- Inferred from text
- Environmental engineering 69%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.42166 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4011 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:computer-science-ai | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:energy | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:physics | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |